Author

Sriram Nagaraj

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Review Aug 2026

Agentic AI Systems and Financial Stability, From Model Risk to Systemic Risk

Financial stability rests on the premise that distress is largely idiosyncratic and therefore diversifiable: when one institution errs, the rest of the system absorbs the shock. That premise fails when many decision-makers depend on the same infrastructure. Agentic AI systems, which take consequential actions rather th...

Sriram Nagaraj, S. J. Lee · 0 citations

Jul 2026

Recursive Governance: A Graph-Theoretic Framework for Risk Propagation and Drift Detection in Agentic AI Systems

A dynamic Inventory-as-Code (IaC) governance loop is proposed that treats the model inventory as a living architectural component rather than a periodic documentation artifact and introduces a calibrated Degree of Autonomy (DoA) materiality score with an explicit, taxonomized tool-complexity weighting scheme that addre...

Sriram Nagaraj, A. Narayanan · arXiv.org · 0 citations